public static void MNIST() { BasicMultilayerPerceptron.DataSet.DataSet data = new BasicMultilayerPerceptron.DataSet.DataSet("mnist2.txt", ' ', 10, false); var p = Perceptron.Train(data, 60000, 10, 1, 3, 12, ActivationFunction.Sigmoid(), ErrorFunction.MSE()); double mse = p.CalculateMeanErrorOverDataSet(data); }
public static void XOR() { BasicMultilayerPerceptron.DataSet.DataSet data = new BasicMultilayerPerceptron.DataSet.DataSet("xortrain.txt", ',', 1, false); Perceptron.Train(data, 293, 10000, 3, 1, 3, ActivationFunction.Sigmoid(), ErrorFunction.MSE()); Console.ReadKey(); }